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122
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AUSDM
2006
Springer
100views Data Mining» more  AUSDM 2006»
15 years 7 months ago
Data Mining Methodological Weaknesses and Suggested Fixes
Predictive accuracy claims should give explicit descriptions of the steps followed, with access to the code used. This allows referees and readers to check for common traps, and t...
John H. Maindonald
98
Voted
CSB
2004
IEEE
109views Bioinformatics» more  CSB 2004»
15 years 7 months ago
Rec-I-DCM3: A Fast Algorithmic Technique for Reconstructing Large Phylogenetic Trees
Phylogenetic trees are commonly reconstructed based on hard optimization problems such as maximum parsimony (MP) and maximum likelihood (ML). Conventional MP heuristics for produc...
Usman Roshan, Bernard M. E. Moret, Tandy Warnow, T...
FCCM
2006
IEEE
170views VLSI» more  FCCM 2006»
15 years 7 months ago
An Architecture for Efficient Hardware Data Mining using Reconfigurable Computing Systems
The Apriori algorithm is a fundamental correlation-based data mining kernel used in a variety of fields. The innovation in this paper is a highly parallel custom architecture impl...
Zachary K. Baker, Viktor K. Prasanna
126
Voted
ASPDAC
1995
ACM
111views Hardware» more  ASPDAC 1995»
15 years 7 months ago
A hardware-software co-simulator for embedded system design and debugging
One of the interesting problems in hardware-software co-design is that of debugging embedded software in conjunction with hardware. Currently, most software designers wait until a...
A. Ghosh, M. Bershteyn, R. Casley, C. Chien, A. Ja...
131
Voted
COLT
1995
Springer
15 years 7 months ago
On the Learnability and Usage of Acyclic Probabilistic Finite Automata
We propose and analyze a distribution learning algorithm for a subclass of Acyclic Probabilistic Finite Automata (APFA). This subclass is characterized by a certain distinguishabi...
Dana Ron, Yoram Singer, Naftali Tishby